CN109962809A - A kind of alarm method for processing forwarding and device - Google Patents
A kind of alarm method for processing forwarding and device Download PDFInfo
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- CN109962809A CN109962809A CN201711437860.1A CN201711437860A CN109962809A CN 109962809 A CN109962809 A CN 109962809A CN 201711437860 A CN201711437860 A CN 201711437860A CN 109962809 A CN109962809 A CN 109962809A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/06—Management of faults, events, alarms or notifications
- H04L41/0604—Management of faults, events, alarms or notifications using filtering, e.g. reduction of information by using priority, element types, position or time
- H04L41/0609—Management of faults, events, alarms or notifications using filtering, e.g. reduction of information by using priority, element types, position or time based on severity or priority
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/06—Management of faults, events, alarms or notifications
- H04L41/0631—Management of faults, events, alarms or notifications using root cause analysis; using analysis of correlation between notifications, alarms or events based on decision criteria, e.g. hierarchy, tree or time analysis
- H04L41/0636—Management of faults, events, alarms or notifications using root cause analysis; using analysis of correlation between notifications, alarms or events based on decision criteria, e.g. hierarchy, tree or time analysis based on a decision tree analysis
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- Alarm Systems (AREA)
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Abstract
The embodiment of the present invention provides a kind of alarm method for processing forwarding and device.The described method includes: obtaining alarm forwarding strategy table；The alarm forwarding strategy table includes the corresponding relationship of multiple alarm parameters and alarm forwarding result；According to the corresponding relationship of the multiple alarm parameter and alarm forwarding result, the warning information gain of each alarm parameter is calculated, and the priority of each alarm parameter is determined according to the warning information gain；According to the priority of each alarm parameter and the alarm forwarding strategy table, the alarm forwarding decision tree for judging whether to be forwarded the warning information received is generated.Described device is for executing the above method.Method and device provided in an embodiment of the present invention improves the treatment effeciency of warning information.
Description
Technical field
The present embodiments relate to field of communication technology more particularly to a kind of alarm method for processing forwarding and device.
Background technique
As 4G mobile network constantly builds, the base station of 4G extends over equipment and is also being continuously increased, along with 2G's
Base station extends over equipment, and the variety classes base station for now netting operation extends over equipment and reports hardware alarm, electricity to network management system
The a large amount of variety classes alarm such as source system alarm, the diversification for extending over equipment manufacturer in addition cause warning information type numerous
It is more, how will fast and accurately really need the problem of alarm handled in time is forwarded to operation maintenance personnel increasingly by
To the concern of people.
Under the conditions of the prior art, usually to base station extend over equipment report and alarm carry out coarseness it is automatic classification with
Identification label, and be usually all transmitted to a line maintenance personnel and handle, by a line maintenance personnel further determine that how
Priority processing alarm.But in this way since, it is numerous and when warning information is many and diverse when alerting dimension, full dose alarm is divided automatically
Class and identification label will expend a large amount of system resources, and system pressure is big；Also, base station extends over the alarm full dose of equipment generation
Be distributed to maintenance personnel, need whether maintenance personnel's artificial judgment needs to handle, not only to maintenance personnel's level of skill require compared with
Height expends a large amount of manpowers, while warning information really in need of immediate treatment cannot be handled in time, and these problems drop significantly
The low treatment effeciency of warning information.
It is therefore proposed that a kind of method is come to improve warning information treatment effeciency be current industry important topic urgently to be resolved.
Summary of the invention
For the defects in the prior art, the embodiment of the present invention provides a kind of alarm method for processing forwarding and device.
On the one hand, the embodiment of the present invention provides a kind of alarm method for processing forwarding, comprising:
Obtain alarm forwarding strategy table；The alarm forwarding strategy table includes multiple alarm parameters and alarm forwarding result
Corresponding relationship；
According to the corresponding relationship of the multiple alarm parameter and alarm forwarding result, the alarm of each alarm parameter is calculated
Information gain, and determine according to the warning information gain priority of each alarm parameter；
According to the priority of each alarm parameter and the alarm forwarding strategy table, generate for judging whether to reception
To the alarm forwarding decision tree that is forwarded of warning information.
On the other hand, the embodiment of the present invention provides a kind of alarm forward process device, comprising:
Acquiring unit, for obtaining alarm forwarding strategy table；The alarm forwarding strategy table include multiple alarm parameters with
The corresponding relationship of alarm forwarding result；
Computing unit calculates described each for the corresponding relationship according to the multiple alarm parameter and alarm forwarding result
The warning information gain of alarm parameter, and determine according to the warning information gain priority of each alarm parameter；
Processing unit, for being used for according to the priority and the alarm forwarding strategy table, generation of each alarm parameter
Judge whether the alarm forwarding decision tree being forwarded to the warning information received.
Another aspect, the embodiment of the present invention provide a kind of electronic equipment, including processor, memory and bus, in which:
The processor, the memory complete mutual communication by bus；
The processor can call the computer program in memory, the step of to execute the above method.
In another aspect, the embodiment of the present invention provides a kind of computer readable storage medium, it is stored thereon with computer program,
The step of above method is realized when the program is executed by processor.
Alarm method for processing forwarding and device provided in an embodiment of the present invention, by the alarm forwarding strategy table that gets
Including multiple alarm parameters and alarm forwarding result corresponding relationship, calculate the warning information gain of each alarm parameter,
And the priority of each alarm parameter is determined according to the warning information gain, then according to the preferential of each alarm parameter
Grade and the alarm forwarding strategy table generate the alarm forwarding for judging whether to be forwarded the warning information received and determine
Plan tree improves warning information treatment effeciency.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is this hair
Bright some embodiments for those of ordinary skill in the art without creative efforts, can be with root
Other attached drawings are obtained according to these attached drawings.
Fig. 1 is the flow diagram of alarm method for processing forwarding provided in an embodiment of the present invention；
Fig. 2 is the alarm forward process process schematic that one embodiment of the invention provides；
Fig. 3 be another embodiment of the present invention provides alarm forward process process schematic；
Fig. 4 is the structural schematic diagram of alarm forward process device provided in an embodiment of the present invention；
Fig. 5 is electronic equipment entity apparatus structural schematic diagram provided in an embodiment of the present invention.
Specific embodiment
In order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below in conjunction with the embodiment of the present invention
In attached drawing, technical solution in the embodiment of the present invention is explicitly described, it is clear that described embodiment is the present invention
A part of the embodiment, instead of all the embodiments.Based on the embodiments of the present invention, those of ordinary skill in the art are not having
Every other embodiment obtained under the premise of creative work is made, shall fall within the protection scope of the present invention.
Fig. 1 is the flow diagram of alarm method for processing forwarding provided in an embodiment of the present invention, as shown in Figure 1, this implementation
Example provides a kind of alarm method for processing forwarding, comprising:
S101, alarm forwarding strategy table is obtained；The alarm forwarding strategy table includes that multiple alarm parameters and alarm forward
As a result corresponding relationship；
Specifically, alarm forward process device obtains alarm forwarding strategy table, and the alarm forwarding strategy table includes multiple
The corresponding relationship of alarm parameter and alarm forwarding result.It is gone through it is understood that the alarm forwarding strategy table can be basis
The alarm parameter and its corresponding alarm forwarding result that history warning information includes are obtained by machine training pattern, are also possible to
What staff made and stored according to working experience, it can also obtain by other means, it specifically can be according to the actual situation
It is configured and adjusts, be not specifically limited herein.For example, as shown in table 1, the alarm parameter may include Alarm Classification,
Alarm level and user's perception whether is influenced, each alarm parameter respectively includes multiple characteristic elements, the Alarm Classification
Including characteristic element be power alarm, hardware alarm, other alarms, the characteristic element that the alarm level includes is serious accuses
Police, significant alarm, minor alarm, it is described whether to influence user's perception including influencing user's perception and not influencing user's perception；Institute
Stating alarm forwarding result includes " forwarding " and " not forwarding ".It is understood that the alarm parameter and each alarm parameter
Including characteristic element can be configured and adjust according to the actual situation and specifically can be configured and adjust according to the actual situation
It is whole, it is not specifically limited herein.
Table 1
S102, the corresponding relationship that result is forwarded according to the multiple alarm parameter and alarm, calculate each alarm parameter
Warning information gain, and determine according to the warning information gain priority of each alarm parameter；
Specifically, described device is forwarded according to the alarm for including in the alarm forwarding strategy table as a result, calculating the announcement
The comentropy of alert forwarding result, further according to the multiple alarm parameters and alarm forwarding result for including in the alarm forwarding strategy table
Corresponding relationship, the comentropy of each alarm parameter is calculated, then according to the comentropy of each alarm parameter and the announcement
The comentropy of alert forwarding result, calculates the warning information gain of each alarm parameter, and according to the warning information gain from
The high to Low priority for successively determining each alarm parameter.
S103, the priority according to each alarm parameter and the alarm forwarding strategy table, generate for judging whether
The alarm forwarding decision tree that the warning information received is forwarded.
Specifically, described device is successively chosen in the alarm forwarding strategy table according to the priority of each alarm parameter
Including the alarm parameter, and according to the alarm parameter and it is described alarm forwarding result between relationship, successively to described
Alarm parameter is divided, and generates the alarm forwarding decision tree, described device is after the warning information received, according to institute
It states alarm forwarding decision tree to judge whether to be forwarded the warning information received, if forwarding, the warning information is turned
It is sent to the operation interface of corresponding operation maintenance personnel, so that operation maintenance personnel carries out event according to the warning information in time
Barrier processing；Otherwise directly the warning information is filtered out, is avoided to the idle task for increasing operation maintenance personnel.
For example, described device calculates the priority for obtaining each alarm parameter in table 1 referring to table 1 are as follows: alarm level > alarm
Whether classification > influences user's perception, then described device first divides alarm level, is divided into high severity alarm, significant alarm
And minor alarm, it is then divided according still further to Alarm Classification, when " high severity alarm-power alarm " and " high severity alarm-hardware is accused
It is alert " when, user's perception is whether influenced, alarm forwarding result is " forwarding ", then need not continue whether to influence at this time
The division of user's perception, can directly outputting alarm forwarding result " forwarding "；" other alarms of high severity alarm-" are made whether again
The division for influencing user's perception, obtain " high severity alarm-other alert-influence user's perception-forwarding " and " high severity alarm-other
Alarm-not influencing user's perception-does not forward "；The fission process of other alarm parameters is consistent with the above process, herein no longer one by one
It repeats.
Alarm method for processing forwarding provided in an embodiment of the present invention, by including in the alarm forwarding strategy table that gets
The corresponding relationship of multiple alarm parameters and alarm forwarding result, the warning information gain of calculating each alarm parameter, and according to
The warning information gain determines the priority of each alarm parameter, then according to the priority of each alarm parameter and institute
Alarm forwarding strategy table is stated, the alarm forwarding decision tree for judging whether to be forwarded the warning information received is generated,
Improve warning information treatment effeciency.
On the basis of the above embodiments, further, described according to the multiple alarm parameter and alarm forwarding result
Corresponding relationship, calculate the warning information gain of each alarm parameter, comprising:
According to the alarm forwarding for including in the alarm forwarding strategy table as a result, calculating the information of the alarm forwarding result
Entropy；
According to the corresponding relationship of the multiple alarm parameters and alarm forwarding result that include in the alarm forwarding strategy table, meter
Calculate the comentropy of each alarm parameter；
According to the comentropy of the comentropy of each alarm parameter and the alarm forwarding result, each alarm ginseng is calculated
Several warning information gains.
Specifically, described device is forwarded according to the alarm for including in the alarm forwarding strategy table as a result, counting the announcement
Alert forwarding result is the number of the appearance of number and " not forwarding " that " forwarding " occurs, calculates separately the alarm forwarding result and is
Forwarding and the probability that does not forward, the comentropy of alarm forwarding result according to the probability calculation, then described device according to
The corresponding relationship of the multiple alarm parameters and alarm forwarding result that include in the alarm forwarding strategy table, calculates separately described each
Alarm parameter includes the comentropy of multiple characteristic elements, the letter for the characteristic element for then including according to each alarm parameter
Breath entropy calculates the comentropy of each alarm parameter, and the comentropy of each alarm parameter and the alarm are forwarded result respectively
Comentropy difference, the warning information gain as each alarm parameter.
On the basis of the above embodiments, further, described according to the alarm for including in the alarm forwarding strategy table
Forwarding is as a result, calculate the comentropy of the alarm forwarding result, comprising:
According to formula: INFO*=-p1×log2(p1)-p2×log2(p2), calculate the information of the alarm forwarding result
Entropy；Wherein, INFO*For the comentropy of the alarm forwarding result, p1It is for alarm forwarding result in the alarm forwarding strategy table
The probability of forwarding, p2It is the probability not forwarded for alarm forwarding result in the alarm forwarding strategy table.
Specifically, described device is according to formula: INFO*=-p1×log2(p1)-p2×log2(p2), calculate the alarm
Forward the comentropy of result；Wherein, INFO*For the comentropy of the alarm forwarding result, p1For in the alarm forwarding strategy table
Alarm forwarding result is the probability of forwarding, p2It is the probability not forwarded for alarm forwarding result in the alarm forwarding strategy table.
It should be noted that the probability that the alarm forwarding result is forwarding is that alarm forwarding result is in the alarm forwarding strategy table
The number of the appearance of " forwarding " accounts for the ratio for the total degree that the alarm forwarding result (forward and do not forward) occurs；Alarm forwarding
As a result the probability not forward is that the number that alarm forwarding result occurs in the alarm forwarding strategy table for " not forwarding " accounts for institute
State the ratio for the total degree that alarm forwarding result occurs.
For example, alarm forwarding result is that the probability of forwarding is (9/18)=0.5, and alarm forwarding result is not turn referring to table 1
The probability of hair is (9/18)=0.5, then the comentropy of the alarm forwarding result is INFO*=-0.5 × log2(0.5)-0.5×
log2(0.5)≈0.3。
On the basis of the above embodiments, further, each alarm parameter includes multiple characteristic elements；Correspondingly,
The corresponding relationship according to the multiple alarm parameters for including in the alarm forwarding strategy table and alarm forwarding result, calculates institute
State the comentropy of each alarm parameter, comprising:
The corresponding relationship of the multiple characteristic elements and the alarm forwarding result that include according to each alarm parameter, respectively
Calculate the comentropy for each characteristic element that each alarm parameter includes；
According to the comentropy for each characteristic element that each alarm parameter includes, the letter of each alarm parameter is calculated separately
Cease entropy.
Specifically, the multiple characteristic elements for including according to each alarm parameter are closed with the corresponding of alarm forwarding result
System counts number and alarm result that the corresponding alarm result of each characteristic element that each alarm parameter includes is forwarding respectively
For the number not forwarded, the probability that the corresponding alarm forwarding result of each characteristic element is forwarding and does not forward is calculated separately,
The comentropy for each characteristic element that each described alarm parameter includes is calculated separately according to the probability；According to each alarm
The comentropy for each characteristic element that parameter includes calculates separately the comentropy of each alarm parameter.Each alarm parameter packet
Multiple characteristic elements are included, for example, referring to table 1, wherein the characteristic element that the Alarm Classification includes is power alarm, hardware announcement
Alert, other alarms, the characteristic element that the alarm level includes are high severity alarm, significant alarm, minor alarm, it is described whether shadow
Ringing user's perception includes influencing user's perception and not influencing user's perception, it is to be understood that each alarm parameter includes
Characteristic element can be configured and adjust according to the actual situation, be not specifically limited herein.
On the basis of the above embodiments, further, the multiple characteristic elements for including according to each alarm parameter
The plain corresponding relationship with the alarm forwarding result, calculates separately the information for each characteristic element that each alarm parameter includes
Entropy, comprising:
According to formula:Calculating each alarm parameter includes
The comentropy of each characteristic element；Wherein, INFOi,jFor the comentropy of j-th of characteristic element of the i-th alarm parameter,It is accused for i-th
The corresponding alarm forwarding result of j-th of characteristic element of alert parameter is the probability of forwarding,J-th for the i-th alarm parameter is special
Levying the corresponding alarm forwarding result of element is the probability not forwarded.
Specifically, described device is according to formula:Described in calculating
The comentropy for each characteristic element that each alarm parameter includes；Wherein, INFOi,jFor j-th characteristic element of the i-th alarm parameter
Comentropy,The corresponding alarm forwarding result of j-th of characteristic element for the i-th alarm parameter is the probability of forwarding,It is i-th
The corresponding alarm forwarding result of j-th of characteristic element of alarm parameter is the probability not forwarded.It is understood that described i-th
The corresponding alarm forwarding result of j-th of characteristic element of alarm parameter is that the probability of forwarding is in the alarm forwarding strategy list
The corresponding alarm forwarding result of j-th of characteristic element of the i-th alarm parameter be that the number forwarded accounts for the of i-th alarm parameter
The total degree that j characteristic element occurs, the corresponding alarm forwarding result of j-th of characteristic element of the i-th alarm parameter is not forward
Probability be that the corresponding alarm of j-th of characteristic element of the i-th alarm parameter in the alarm forwarding strategy list forwards the result to be
The number not forwarded accounts for the total degree that j-th of characteristic element of i-th alarm parameter occurs.
For example, referring to table 1, by taking alarm parameter is " whether influencing user's perception " as an example, wherein characteristic element " influences to use
The number of the appearance of family perception " is 9, and " influencing user's perception " corresponding alarm forwarding result is that the number of forwarding is 3, forwarding knot
Fruit is that the number not forwarded is 6, then " influencing user to perceive " probability that corresponding alarm forwarding result is forwarding is (3/9) ≈
0.33, it is (6/9) ≈ 0.67 that " influencing user's perception " corresponding alarm forwarding result, which is the probability not forwarded, then influences user's sense
The comentropy known are as follows: INFOInfluence user's perception=-0.33 × log2(0.33)-0.67×log2(0.67)≈0.27；It counts in the same way
Calculate the comentropy of characteristic element " not influencing user's perception " are as follows: INFOUser's perception is not influenced=-(6/9) × log2(6/9)-(3/9)×
log2(3/9)≈0.27.Described device can also calculate separately the corresponding each characteristic element of the Alarm Classification according to the method described above
The comentropy and the corresponding each characteristic element of the alarm level of element (power alarm, hardware alarm, other alarms) are (serious
Alarm, significant alarm, minor alarm) comentropy, details are not described herein again for detailed process.
On the basis of the above embodiments, further, each characteristic element for including according to each alarm parameter
Comentropy, calculate separately the comentropy of each alarm parameter, comprising:
According to formula:Calculate the comentropy of each alarm parameter；Wherein,
INFOiFor the comentropy of the i-th alarm parameter, INFOi,jFor the comentropy of j-th of characteristic element of the i-th alarm parameter, QiIt is i-th
The probability that j-th of characteristic element of alarm parameter occurs in the alarm forwarding strategy table, n are that the i-th alarm parameter includes
The total number of characteristic element.
Specifically, described device is according to formula:Calculate each alarm parameter
Comentropy；Wherein, INFOiFor the comentropy of the i-th alarm parameter, INFOi,jFor the letter of j-th of characteristic element of the i-th alarm parameter
Cease entropy, QiFor the probability that j-th of characteristic element of the i-th alarm parameter occurs in the alarm forwarding strategy table, n is the i-th announcement
The total number for the characteristic element that alert parameter includes.It is understood that j-th of characteristic element of i-th alarm parameter is in institute
It states j-th of characteristic element that the probability occurred in alarm forwarding strategy table is i-th alarm parameter and forwards plan in the alarm
The number occurred in sketch form accounts for the appearance for whole characteristic elements that the i-th alarm parameter described in the alarm forwarding strategy table includes
Total degree.
For example, still by taking alarm parameter " whether influencing user's perception " as an example, characteristic element " influences user with continued reference to table 1
The number that perception " occurs in the alarm forwarding strategy table is 9, and characteristic element " not influencing user's perception " turns in the alarm
The number occurred in hair Policy Table is 9, and whole characteristic elements that alarm parameter " whether influencing user's perception " includes occur total
Number is 18, then the comentropy of the alarm parameter " whether influencing user's perception " are as follows: INFOWhether user perception is influenced=-(9/18) ×
INFOInfluence user's perception-(9/18)×INFOUser's perception is not influenced.Described device can also calculate separately the alarm point according to the method described above
The comentropy of class, the alarm level, details are not described herein again for detailed process.
On the basis of the above embodiments, further, the method also includes:
Warning information is received, and target alarms parameter is determined according to the warning information；
The target alarms parameter is matched with the alarm forwarding decision tree, obtains alarm forwarding as a result, simultaneously root
Alarm forward process is carried out to the warning information according to alarm forwarding result.
Specifically, described device receives warning information, and determines target alarms parameter according to the warning information, will be described
Target alarms parameter is matched with the alarm forwarding decision tree, obtains alarm forwarding as a result, if the alarm forwards result
For forwarding, then the warning information is forwarded to the operation interface of corresponding operation maintenance personnel, so that operation maintenance personnel
Troubleshooting is carried out in time according to the warning information；If the alarm forwarding result is not forward, directly by the alarm
Information filtering is fallen, and avoids to the idle task for increasing operation maintenance personnel.
For example, then described device determines alarm level first as shown in Fig. 2, the warning information is power supply power-fail alarm
Belong to high severity alarm, according to the alarm forwarding decision tree judge high severity alarm and it is not all need to forward, then continue determine should
The Alarm Classification of warning information belongs to power alarm, by " high severity alarm-power alarm-forwarding " in the alarm forwarding decision tree
Directly judge to forward result for forwarding, does not need the judgement for carrying out " whether influencing user's perception ", directly turn the warning information
It is sent to the operation interface of responsible power supply operation maintenance personnel, to carry out power failure processing.For another example, as shown in figure 3, the announcement
Alert information is the alarm of TD-LTE step-out, it is first determined the alarm level of the warning information belongs to minor alarm, at this time according to
Which Alarm Classification no matter whether minor alarm known to " minor alarm-does not forward " belong to or influence in alarm forwarding decision tree
User's perception does not need to forward, therefore the division that can no longer carry out subsequent two dimensions judges and directly outputting alarm forwarding
It as a result is not forward.
Alarm method for processing forwarding provided in an embodiment of the present invention, by including in the alarm forwarding strategy table that gets
The corresponding relationship of multiple alarm parameters and alarm forwarding result, the warning information gain of calculating each alarm parameter, and according to
The warning information gain determines the priority of each alarm parameter, then according to the priority of each alarm parameter and institute
Alarm forwarding strategy table is stated, the alarm forwarding decision tree for judging whether to be forwarded the warning information received is generated,
Improve warning information treatment effeciency.
Fig. 4 is the structural schematic diagram of alarm forward process device provided in an embodiment of the present invention, as shown in figure 4, of the invention
Embodiment provides a kind of alarm forward process device, comprising: acquiring unit 201, computing unit 202 and processing unit 203,
In:
Acquiring unit 201 is for obtaining alarm forwarding strategy table；The alarm forwarding strategy table includes multiple alarm parameters
With the corresponding relationship of alarm forwarding result；Computing unit 202 is used to forward result according to the multiple alarm parameter and alarm
Corresponding relationship, calculates the warning information gain of each alarm parameter, and determines each announcement according to the warning information gain
The priority of alert parameter；Processing unit 203 is used for priority and the alarm forwarding strategy table according to each alarm parameter,
Generate the alarm forwarding decision tree for judging whether to be forwarded the warning information received.
Alarm forward process device provided in an embodiment of the present invention, by including in the alarm forwarding strategy table that gets
The corresponding relationship of multiple alarm parameters and alarm forwarding result, the warning information gain of calculating each alarm parameter, and according to
The warning information gain determines the priority of each alarm parameter, then according to the priority of each alarm parameter and institute
Alarm forwarding strategy table is stated, the alarm forwarding decision tree for judging whether to be forwarded the warning information received is generated,
Improve warning information treatment effeciency.
Optionally, computing unit 202 be specifically used for according to it is described alarm forwarding strategy table in include alarm forwarding as a result,
Calculate the comentropy of the alarm forwarding result；According to the multiple alarm parameters and alarm for including in the alarm forwarding strategy table
The corresponding relationship of result is forwarded, the comentropy of each alarm parameter is calculated；According to the comentropy of each alarm parameter and institute
The comentropy for stating alarm forwarding result, calculates the warning information gain of each alarm parameter.
Optionally, computing unit 202 is specifically used for according to formula: INFO*=-p1×log2(p1)-p2×log2(p2), meter
Calculate the comentropy of the alarm forwarding result；Wherein, INFO*For the comentropy of the alarm forwarding result, p1Turn for the alarm
Alarm forwarding result is the probability of forwarding, p in hair Policy Table2It is not turn for alarm forwarding result in the alarm forwarding strategy table
The probability of hair.
Optionally, each alarm parameter includes multiple characteristic elements；Correspondingly, computing unit 202 is specifically used for basis
The corresponding relationship of multiple characteristic elements and the alarm forwarding result that each alarm parameter includes, calculates separately each announcement
The comentropy for each characteristic element that alert parameter includes；According to the comentropy for each characteristic element that each alarm parameter includes, divide
The comentropy of each alarm parameter is not calculated.
Optionally, computing unit 202 is specifically used for according to formula:
Calculate the comentropy for each characteristic element that each alarm parameter includes；Wherein, INFOi,jJ-th for the i-th alarm parameter is special
The comentropy of element is levied,The corresponding alarm forwarding result of j-th of characteristic element for the i-th alarm parameter is the probability of forwarding,It is the probability not forwarded for the corresponding alarm forwarding result of j-th of characteristic element of the i-th alarm parameter.
Optionally, computing unit 202 is specifically used for according to formula:Described in calculating
The comentropy of each alarm parameter；Wherein, INFOiFor the comentropy of the i-th alarm parameter, INFOi,jIt is j-th of the i-th alarm parameter
The comentropy of characteristic element, QiFor the i-th alarm parameter j-th of characteristic element occur in the alarm forwarding strategy table it is general
Rate, n are the total number for the characteristic element that the i-th alarm parameter includes.
Optionally, processing unit 203 is also used to receive warning information, and determines that target alarms are joined according to the warning information
Number；The target alarms parameter is matched with the alarm forwarding decision tree, obtains alarm forwarding as a result, simultaneously according to
Alarm forwarding result carries out alarm forward process to the warning information.
The embodiment of device provided by the invention specifically can be used for executing the process flow of above-mentioned each method embodiment,
Details are not described herein for function, is referred to the detailed description of above method embodiment.
Fig. 5 is electronic equipment entity apparatus structural schematic diagram provided in an embodiment of the present invention, as shown in figure 5, the electronics is set
Standby may include: processor (processor) 301, memory (memory) 302 and bus 303, wherein processor 301 is deposited
Reservoir 302 completes mutual communication by bus 303.Processor 301 can call the computer program in memory 302,
To execute method provided by above-mentioned each method embodiment, for example, obtain alarm forwarding strategy table；The alarm forwards plan
Sketch form includes the corresponding relationship of multiple alarm parameters and alarm forwarding result；According to the multiple alarm parameter and alarm forwarding knot
The corresponding relationship of fruit calculates the warning information gain of each alarm parameter, and according to warning information gain determination
The priority of each alarm parameter；According to the priority of each alarm parameter and the alarm forwarding strategy table, generate for sentencing
The disconnected alarm forwarding decision the tree whether warning information received being forwarded.
The embodiment of the present invention discloses a kind of computer program product, and the computer program product is non-transient including being stored in
Computer program on computer readable storage medium, the computer program include program instruction, when described program instructs quilt
When computer executes, computer is able to carry out method provided by above-mentioned each method embodiment, for example, obtains alarm forwarding
Policy Table；The alarm forwarding strategy table includes the corresponding relationship of multiple alarm parameters and alarm forwarding result；According to described more
The corresponding relationship of a alarm parameter and alarm forwarding result, calculates the warning information gain of each alarm parameter, and according to institute
State the priority that warning information gain determines each alarm parameter；According to the priority of each alarm parameter and the alarm
Forwarding strategy table generates the alarm forwarding decision tree for judging whether to be forwarded the warning information received.
The embodiment of the present invention provides a kind of non-transient computer readable storage medium, the non-transient computer readable storage
Medium storing computer program, the computer program make the computer execute side provided by above-mentioned each method embodiment
Method, for example, obtain alarm forwarding strategy table；The alarm forwarding strategy table includes multiple alarm parameters and alarm forwarding knot
The corresponding relationship of fruit；According to the corresponding relationship of the multiple alarm parameter and alarm forwarding result, each alarm parameter is calculated
Warning information gain, and determine according to the warning information gain priority of each alarm parameter；According to each announcement
The priority of alert parameter and the alarm forwarding strategy table, generate for judging whether to be forwarded the warning information received
Alarm forwarding decision tree.
In addition, the logical order in above-mentioned memory 302 can be realized by way of SFU software functional unit and conduct
Independent product when selling or using, can store in a computer readable storage medium.Based on this understanding, originally
Substantially the part of the part that contributes to existing technology or the technical solution can be in other words for the technical solution of invention
The form of software product embodies, which is stored in a storage medium, including some instructions to
So that a computer equipment (can be personal computer, server or the network equipment etc.) executes each implementation of the present invention
The all or part of the steps of example the method.And storage medium above-mentioned include: USB flash disk, mobile hard disk, read-only memory (ROM,
Read-Only Memory), random access memory (RAM, Random Access Memory), magnetic or disk etc. it is various
It can store the medium of program code.
The apparatus embodiments described above are merely exemplary, wherein described, unit can as illustrated by the separation member
It is physically separated with being or may not be, component shown as a unit may or may not be physics list
Member, it can it is in one place, or may be distributed over multiple network units.It can be selected according to the actual needs
In some or all of the modules achieve the purpose of the solution of this embodiment.Those of ordinary skill in the art are not paying creativeness
Labour in the case where, it can understand and implement.
Through the above description of the embodiments, those skilled in the art can be understood that each embodiment can
It realizes by means of software and necessary general hardware platform, naturally it is also possible to pass through hardware.Based on this understanding, on
Stating technical solution, substantially the part that contributes to existing technology can be embodied in the form of software products in other words, should
Computer software product may be stored in a computer readable storage medium, such as ROM/RAM, magnetic disk, CD, including several fingers
It enables and using so that a computer equipment (can be personal computer, server or the network equipment etc.) executes each implementation
Method described in certain parts of example or embodiment.
Finally, it should be noted that the above embodiments are merely illustrative of the technical solutions of the present invention, rather than its limitations；Although
Present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that: it still may be used
To modify the technical solutions described in the foregoing embodiments or equivalent replacement of some of the technical features；
And these are modified or replaceed, technical solution of various embodiments of the present invention that it does not separate the essence of the corresponding technical solution spirit and
Range.
Claims (10)
1. a kind of alarm method for processing forwarding characterized by comprising
Obtain alarm forwarding strategy table；The alarm forwarding strategy table includes that multiple alarm parameters are corresponding with alarm forwarding result
Relationship；
According to the corresponding relationship of the multiple alarm parameter and alarm forwarding result, the warning information of each alarm parameter is calculated
Gain, and determine according to the warning information gain priority of each alarm parameter；
According to the priority of each alarm parameter and the alarm forwarding strategy table, generate for judging whether to receiving
The alarm forwarding decision tree that warning information is forwarded.
2. the method according to claim 1, wherein described according to the multiple alarm parameter and alarm forwarding knot
The corresponding relationship of fruit calculates the warning information gain of each alarm parameter, comprising:
According to the alarm forwarding for including in the alarm forwarding strategy table as a result, calculating the comentropy of the alarm forwarding result；
According to the corresponding relationship of the multiple alarm parameters and alarm forwarding result that include in the alarm forwarding strategy table, institute is calculated
State the comentropy of each alarm parameter；
According to the comentropy of the comentropy of each alarm parameter and the alarm forwarding result, each alarm parameter is calculated
Warning information gain.
3. according to the method described in claim 2, it is characterized in that, described according to the announcement for including in the alarm forwarding strategy table
Alert forwarding is as a result, calculate the comentropy of the alarm forwarding result, comprising:
According to formula: INFO*=-p1×log2(p1)-p2×log2(p2), calculate the comentropy of the alarm forwarding result；Its
In, INFO*For the comentropy of the alarm forwarding result, p1It is forwarding for alarm forwarding result in the alarm forwarding strategy table
Probability, p2It is the probability not forwarded for alarm forwarding result in the alarm forwarding strategy table.
4. according to the method described in claim 2, it is characterized in that, each alarm parameter includes multiple characteristic elements；Accordingly
Ground, the corresponding relationship according to the multiple alarm parameters for including in the alarm forwarding strategy table and alarm forwarding result, meter
Calculate the comentropy of each alarm parameter, comprising:
The corresponding relationship of the multiple characteristic elements and the alarm forwarding result that include according to each alarm parameter, calculates separately
The comentropy for each characteristic element that each alarm parameter includes；
According to the comentropy for each characteristic element that each alarm parameter includes, the information of each alarm parameter is calculated separately
Entropy.
5. according to the method described in claim 4, it is characterized in that, the multiple features for including according to each alarm parameter
The corresponding relationship of element and the alarm forwarding result, calculates separately the information for each characteristic element that each alarm parameter includes
Entropy, comprising:
According to formula:Calculate each spy that each alarm parameter includes
Levy the comentropy of element；Wherein, INFOi,jFor the comentropy of j-th of characteristic element of the i-th alarm parameter,For the i-th alarm ginseng
The corresponding alarm forwarding result of j-th several of characteristic elements is the probability of forwarding,For j-th of characteristic element of the i-th alarm parameter
The corresponding alarm forwarding result of element is the probability not forwarded.
6. the method according to claim 1, wherein each characteristic element for including according to each alarm parameter
The comentropy of element, calculates separately the comentropy of each alarm parameter, comprising:
According to formula:Calculate the comentropy of each alarm parameter；Wherein, INFOiFor
The comentropy of i-th alarm parameter, INFOi,jFor the comentropy of j-th of characteristic element of the i-th alarm parameter, QiFor the i-th alarm ginseng
The probability that j-th several of characteristic elements occurs in the alarm forwarding strategy table, n are the characteristic element that the i-th alarm parameter includes
The total number of element.
7. the method according to claim 1, wherein the method also includes:
Warning information is received, and target alarms parameter is determined according to the warning information；
The target alarms parameter is matched with the alarm forwarding decision tree, obtains alarm forwarding as a result, and according to institute
It states alarm forwarding result and alarm forward process is carried out to the warning information.
8. a kind of alarm forward process device characterized by comprising
Acquiring unit, for obtaining alarm forwarding strategy table；The alarm forwarding strategy table includes multiple alarm parameters and alarm
Forward the corresponding relationship of result；
Computing unit calculates each alarm for the corresponding relationship according to the multiple alarm parameter and alarm forwarding result
The warning information gain of parameter, and determine according to the warning information gain priority of each alarm parameter；
Processing unit, for according to the priority of each alarm parameter and the alarm forwarding strategy table, generation to be for judging
The alarm forwarding decision the tree whether warning information received being forwarded.
9. a kind of electronic equipment, which is characterized in that including processor, memory and bus, in which:
The processor, the memory complete mutual communication by bus；
The processor can call the computer program in memory, to execute as described in claim 1-7 any one
The step of method.
10. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the program is by processor
It realizes when execution such as the step of claim 1-7 any one the method.
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